AI that connects everything in the plant.

MfgLogic is the modular SaaS platform that ties scheduling, machines, materials, crews, vision, and quality into one explainable AI layer. One platform. The whole plant. Intelligent decisions, every shift.

SCHSchedulesMATMaterialsMCHMachinesCRWCrewQCQualityVISVisionTLMTelemetryERPMESPLCCAMERASSENSORSWORKORDERSINVENTORY
Connected
142 signals
Decision Journal
Audited
AI Orchestration
Live
No rip-and-replace
Built above ERP/MES

Built for divergent manufacturers like

Caldwell IndustrialAllegro ComponentsNordic Specialty ResinMaritime CoatingsHallcraft PackagingWestridge DiagnosticsKepler RoboticsBlueLine AutoCaldwell IndustrialAllegro ComponentsNordic Specialty ResinMaritime CoatingsHallcraft PackagingWestridge DiagnosticsKepler RoboticsBlueLine Auto
THE OPERATING REALITY

Your plant runs on signals. Nothing brings them together.

ERP records orders. MES routes work. PLCs run machines. Cameras see the floor. Spreadsheets hold the plan. Tribal knowledge fills the gaps. MfgLogic is the AI layer above all of it — modeling the whole plant as one connected system, and turning every signal into an explainable decision.

ERP / MES
PLC + Edge
Vision
Schedules
Materials
Crew + Skill
DATASIGNALMODELOPTIMIZEPUBLISHAUDIT
MODULAR SAAS ECOSYSTEM

One platform. Seven products. The whole plant.

MfgLogic is built like a Lego set for manufacturing. Land with the workflow that hurts most. Connect the next constraint. Every module sits above your existing systems — no rip-and-replace, no black box.

SCHEDULE INTELLIGENCE · LIVEAvailable

Plant PilotSchedule like the plant actually runs.

The flagship MfgLogic module. Turn live backlog, materials, crews, machines, and changeover penalties into ranked, explainable, publish-ready scheduling recommendations. Built for plants where the planner spends hours every morning resequencing by memory.

  • Workcenter swim lanes with changeover badges and ghost cards
  • Ranked AI recommendations sorted by ROI with explanations
  • Live → Draft → Published flow with ERP write-back
  • Decision journal capturing every approval and predicted impact
7:008:009:0010:0011:0012:0013:00INJ-1CNC-AASM-1COATQC-1#1Sequence move recommendedREDUCES CHANGEOVER · APPLY ALLDraft6 RECS
COMPUTER VISION · PLANNEDQ3 2026

FloorVisionSee the plant. Reason about what you see.

Cameras become structured plant-floor signals: WIP movement, setup verification, defect indicators, count validation, and safety events. Vision-derived events flow back into scheduling and quality decisions in real time.

  • Edge-AI inference for low-latency floor decisions
  • Setup-family verification per workcenter
  • Defect detection feeding QualityGuard automatically
  • Floor-state feedback that closes the schedule loop
WIP CARTSETUPPALLETOPERATORDEFECT?CAM-04 · LIVE5 objects detected1 ANOMALY · QUALITY FLAGSetup verifiedINJ-1 · COMPOUND A12 · OK
TELEMETRY & PLC · PLANNEDQ4 2026

EdgeOpsTelemetry that flows back into the plan.

PLC, sensor, machine, and embedded telemetry stream into MfgLogic in real time. Live machine state, cycle counts, OEE, and drift detection make every schedule recommendation react to actual floor conditions — not yesterday's snapshot.

  • PLC, OPC-UA, MQTT, and edge gateway ingestion
  • Live OEE per workcenter with downtime attribution
  • Drift detection before unplanned downtime escalates
  • Edge AI inference and workcenter display feeds
INJ-194%OEECYCLE2.4sSTATERUNCNC-A88%OEECYCLE3.1sSTATERUNCOAT-1OEECYCLESTATECHGOVRSIGNAL TRACE · TEMP / VIBRATION / CYCLEDRIFT
MATERIALS · PLANNED2027

SupplyChain SyncStop scheduling jobs before materials are ready.

Inventory, supplier lead times, substitutions, and replenishment pressure become first-class scheduling inputs. Material readiness is scored per job before anything hits the board.

  • Material readiness scoring per job
  • Substitution awareness when primary materials run short
  • Supplier lead-time drift monitoring
  • Auto-hold jobs that don't meet readiness thresholds
SUPPLIER ALead time stableSUPPLIER BLead-time driftSUPPLIER CLead time stableSUPPLYSYNCMATERIAL READINESSC0384%A12100%P1942%B0792%D11100%
HOW IT WORKS

Read the plant. Model the constraints. Recommend the next move.

Step 01/ 03

Connect plant signals

Ingest ERP orders, MES status, PLC telemetry, vision events, material readiness, labor calendars, and quality logs through standard adapters.

Step 02/ 03

Model the operating network

Workcenters, routings, changeover rules, WIP queues, crew coverage, machine state, quality holds, and due-date risk become one connected model.

Step 03/ 03

Recommend with audit trail

Rank moves by value. Explain operational tradeoffs. Let teams approve or override. Publish changes with a complete decision journal.

BUILT FOR THE PEOPLE WHO RUN THE PLANT

Different roles. One operating layer.

ROLE PROFILE

Scheduler

Sequence jobs faster, reduce changeovers, compare schedule options, and publish with confidence.

Live → Draft → PublishedRanked AI movesAudit history
DAILY SURFACE
SCHEDULER
01Live → Draft → Published
02Ranked AI moves
03Audit history
NOT ANOTHER PASSIVE DASHBOARD

Dashboards show problems. MfgLogic recommends moves.

Every recommendation answers: what changed, why it matters, what constraint it addresses, how much value it creates, what risk it reduces, and what approval it needs. No black box.

Versus MES

Reasons across constraints

MES records and routes work. MfgLogic reasons across schedule, materials, crews, and machines together.

Versus Spreadsheets

Captures the logic

Spreadsheets hold a plan. MfgLogic captures the operating rules and runs them against live signals.

Versus Dashboards

Recommends moves

Metric walls show problems after they happen. MfgLogic exposes constraints and recommends action.

Versus Consulting

Runs every day

Consulting diagnoses once. MfgLogic continuously reads signals, updates moves, and tracks outcomes.

BUILT ABOVE YOUR EXISTING SYSTEMS

No rip-and-replace. No black-box operating layer.

MfgLogic sits beside the systems plants already use and adds the intelligence layer those tools were never built to provide. Standard adapters. Audit-ready writes. No forklift project.

ERP
Connected
MES
Connected
PLC
Connected
Sensors
Connected
Cameras
Connected
Inventory
Connected
Labor
Connected
Quality
Connected
READY WHEN YOU ARE

Start with one workflow. Expand into the operating network.

Book a working session. We'll model your changeover economics, identify the highest-value wedge, and walk you through the platform with your data on the table.